Why these candidatesEach candidate comes from tracked public sources and has a source-attributed adoption signal. This is a shortlist, not a catalogue or global ranking.
What this cannot establishWe read declared instructions and public signals. We do not run skills, benchmark outputs, audit security, or claim a universal best choice.
Use it forThe broadest internal-writing need: status and project updates, leadership updates, newsletters, FAQs, and incident reports.
Avoid ifYou specifically need Chinese government/administrative document standards or a report workflow centered on extracting work achievements.
ActionInstall
EditsSelect the communication type, then follow its matching guideline; ask for the desired format when no guideline matches.
SetupNo setup is stated in the supplied source.
Inspect workflow and compatibility details
ContextDesigned for internal communications across several common formats.
OutputFormat-specific internal communication guided by files for 3P updates, newsletters, FAQs, or general communications.
ControlIdentify the communication type, load its guideline, and follow its formatting, tone, and content-gathering instructions.
InvocationNot yet mapped from the source.
Install scopeNot yet mapped from the source.
Agent fitHigh
Watch outThe supplied source says to request clarification if no existing guideline fits.
Source-visible capabilitiesInternal communication formats3P updates, company newsletters, FAQ responses, status reports, leadership updates, project updates, and incident reports.explicit sourceFormat routingLoads a matching guideline for 3P updates, newsletters, FAQs, or general communications.explicit source
CompatibilityGeneral internal-writing workflowdeclarednot runtime-tested
Public signal507 /SkillsMP source-specificbroadest-task-fitformat-libraryexplicit source Use it forChinese party/government or administrative internal notices, reports, requests, letters, summaries, and meeting minutes that need formal structure and quality checks.
Avoid ifYour organization needs conversational newsletters, flexible corporate announcements, or non-Chinese internal writing.
ActionInstall
EditsChoose the document type, apply its template, then run the stated quality-check workflow.
SetupNo technical setup is stated in the supplied source.
Inspect workflow and compatibility details
ContextA specialized Chinese official-document workflow based on GB/T 9704-2012 formatting guidance.
OutputStructured formal Chinese documents, with templates and a quality-check list.
ControlConfirm purpose, recipient, and core content; choose a document type; apply a template; then check format and language.
InvocationNot yet mapped from the source.
Install scopeNot yet mapped from the source.
Agent fitHigh for formal Chinese administrative writing
Watch outIts standards and scope are specifically for party/government official documents, so it is not the general-purpose choice.
Source-visible capabilitiesFormal document drafting and reviewDrafts, revises, checks, guides, and reviews official documents such as notices, letters, summaries, minutes, and reports.explicit sourceTemplate and quality workflowUses a document-type template, language guidance, and a quality checklist.explicit source
CompatibilityChinese party/government administrative documentsdeclarednot runtime-tested
Public signal465 /SkillsMP source-specificformal-chinese-documentshighest-public-recognitionexplicit source Use it forDaily, weekly, monthly, quarterly, or annual internal work updates that must foreground outcomes, business impact, plans, risks, and coordination needs.
Avoid ifYou need a company-wide newsletter, FAQ, announcement, or a formal government-style document.
ActionInstall
EditsProvide work notes, task lists, meeting notes, or pasted git-log output; supply missing key outcomes and next-step context when prompted.
SetupUser-supplied git-log output, task lists, spoken notes, meeting records, or document links may be used; it does not directly access Jira, Feishu, DingTalk, or run git log.
Inspect workflow and compatibility details
ContextA workplace-report workflow oriented to Chinese technology-company reporting culture.
OutputDaily, weekly, monthly, or longer-period report templates with accomplishments, plans, risks, metrics, and coordination items.
ControlCollect source material, classify it, translate technical actions into business impact, quantify where supported, and generate the selected report format.
InvocationNot yet mapped from the source.
Install scopeNot yet mapped from the source.
Agent fitHigh for project and status updates
Watch outIt explicitly cannot directly retrieve data from work tools or execute git log; users must provide the material.
Source-visible capabilitiesMulti-period work reportsGenerates daily, weekly, monthly, quarterly, and annual summaries.explicit sourceOutcome extractionExtracts achievements from pasted git logs, task lists, spoken notes, meetings, and documents; translates them into business value.explicit source
CompatibilityChinese workplace reportingdeclarednot runtime-testedPasted work artifactsdeclarednot runtime-tested
Public signal1123 /SkillsMP source-specificstatus-update-specialistoutcome-orientedexplicit source